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20132025
most citedSimultaneous Perturbation Algorithms for Batch Off-Policy Search

3 citations · 6 across the 8 of their papers we have counts for

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Showing 2013 · cs.LGShow all

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cs.LG2013★ 1 cited

Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling

L. A. Prashanth, Nathaniel Korda, Rémi Munos

We propose a stochastic approximation (SA) based method with randomization of samples for policy evaluation using the least squares temporal difference (LSTD) algorithm. Our propos…